Majore Crime Indicators¶

City of Toronto¶

This project aims to analyze and visualize crime catagories in Toronto from 2016-2022. Correlations between crime and various metrics like time and seasons, premises and locations were looked¶

toronto-feat.jpg

The pie chart above shows the distribution of crime categories in Toronto per 10,000 incidents.¶

Assault is the most common type of crime with 3,667 incidents per 10,000, followed by Theft Over with 888 incidents per 10,000.¶

The other categories are much less common, with Break and Enter having the lowest count at only 137 incidents per 10,000.¶

53.6%19.3%14.2%9.51%3.32%
AssaultBreak and EnterAuto TheftRobberyTheft OverCrime Counts in Toronto per 10,000 IncidentsCrime Types
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2019.0    40026
2020.0    35065
2021.0    34529
2022.0    40226
Name: OCC_YEAR, dtype: int64
In 2016, there are 33529 criminal crimes occurred in Toronto.
In 2017, there are 35145 criminal crimes occurred in Toronto.
In 2018, there are 37371 criminal crimes occurred in Toronto.
In 2019, there are 40118 criminal crimes occurred in Toronto.
In 2020, there are 35168 criminal crimes occurred in Toronto.
In 2021, there are 35097 criminal crimes occurred in Toronto.
In 2022, there are 41521 criminal crimes occurred in Toronto.
20192,019.520202,020.520212,021.5202235k36k37k38k39k40k
Total Number of Crimes in Toronto (2019-2022)YearNumber of Crimes
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The line chart demonstrates the number of incidents for each crime category during each month intervals.¶

The analysis aims to provide insights into trends, patterns, and variations in crime incidents during this period.¶

The findings will be useful for informing public safety strategies, resource allocation, and policy formulation.¶

Key Findings¶

This indicates that Assault consistently had the highest number of incidents throughout the two-year period.¶

Auto Theft also showed an increasing trend,¶

while Break and Enter, Robbery, and Theft Over remained relatively stable.¶

Jan 2021Apr 2021Jul 2021Oct 2021Jan 2022Apr 2022Jul 2022Oct 2022Jan 20230500100015002000
Crime CategoriesAssaultAuto TheftBreak and EnterRobberyTheft OverCrime Trends by Category (2021-2022)MonthNumber of Incidents
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The line chart demonstrates the number of incidents for each crime category every 2-hour intervals throughout the day.¶

Key findings:¶

This reveals that assault incidents peak between 20:00 and 21:00, with a noticeable dip during early morning hours.¶

Break and Enter crimes show a different trend, with the highest number of incidents occurring between 12:00 and 13:00 and the lowest during the early morning hours.¶

Auto Theft and Robbery incidents remain relatively steady throughout the day but slightly increase in the late evening hours.¶

Theft Over incidents have a less defined pattern but are more concentrated in the afternoon and evening hours.¶

0-12-34-56-78-910-1112-1314-1516-1718-1920-2122-2305k10k15k20k
Crime CategoryAssaultAuto TheftBreak and EnterRobberyTheft OverCrime Counts by Category and 2-Hour IntervalsHour (2-hour intervals)Number of Incidents
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Crime Rates in Toronto by Neighborhood (2021-2022)¶

The data provides insight into the distribution of various crime categories across different neighborhoods in the city.¶

Key Findings:¶

The visualization reveals several patterns and trends in crime rates across Toronto¶

Certain neighborhoods experience higher overall crime rates compared to others.¶

The distribution of crime categories is not uniform across the city, with some neighborhoods reporting higher rates of specific types of crime.¶

Some neighborhoods have a more diverse range of reported crimes, while others exhibit more concentrated patterns.¶

© Carto © OpenStreetMap contributors
MCI_CATEGORYAssaultAuto TheftBreak and EnterRobberyTheft OverCrime Rates in Toronto by Neighborhood (2021-2022)
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This interactive bar chart displays the number of crime incidents by property type and crime category.¶

Each bar represents a distinct property type—such as¶

houses, commercial properties, and apartments—while the colors within the bars indicate different crime categories.¶

By observing the height and color distribution within the bars, you can easily identify and compare the prevalence of various crime types across different property settings.¶

This visualization provides valuable insights into crime patterns and helps in understanding the relationship between criminal activities and property types in the area.¶

13710555010554814309110079247851812041558345977998403299501718725068141130473162610818141922081935538292534215964114ApartmentCommercialEducationalHouseOtherOutsideTransit05k10k15k20k
MCI_CATEGORYAssaultAuto TheftBreak and EnterRobberyTheft OverCrimes by Property Type and CategoryProperty TypesNumber of Crimes
plotly-logomark

An interactive sunburst plot was created to display the number of incidents for each crime category in Toronto neighborhoods, separated by year.¶

The plot is colored based on the number of incidents, with brighter colors representing higher crime counts. The visualization allows for easy identification of crime patterns and trends across neighborhoods and years.¶

Findings:¶

This reveals that some crime categories have higher incident rates than others in Toronto neighborhoods.¶

Certain neighborhoods exhibit consistently high or low crime rates across the years, while others show more variability.¶

The distribution of crime incidents varies between years, indicating potential shifts in crime patterns or the effectiveness of law enforcement efforts.¶

20222021AssaultAuto TheftBreak and EnterRobberyTheft OverAssaultAuto TheftBreak and EnterRobberyTheft OverWaterfront Communities-The Island (77)Church-Yonge Corridor (75)Bay Street Corridor (76)Moss Park (73)Mimico (includes Humber Bay Shores) (17)Downsview-Roding-CFB (26)Kensington-Chinatown (78)NSAAnnex (95)Woburn (137)West Hill (136)York University Heights (27)Islington-City Centre West (14)South Riverdale (70)Glenfield-Jane Heights (25)Niagara (82)West Humber-Clairville (1)Mount Olive-Silverstone-Jamestown (2)South Parkdale (85)Mount Pleasant West (104)Clairlea-Birchmount (120)Black Creek (24)Weston (113)Dovercourt-Wallace Emerson-Junction (93)Kennedy Park (124)Newtonbrook West (36)North St.James Town (74)East End-Danforth (62)Rosedale-Moore Park (98)Malvern (132)Wexford/Maryvale (119)Bendale (127)Dorset Park (126)Oakridge (121)Yorkdale-Glen Park (31)Agincourt South-Malvern West (128)L'Amoreaux (117)Rockcliffe-Smythe (111)Eglinton East (138)Parkwoods-Donalda (45)Willowdale East (51)New Toronto (18)Rouge (131)O'Connor-Parkview (54)Birchcliffe-Cliffside (122)Oakwood Village (107)Scarborough Village (139)Brookhaven-Amesbury (30)Trinity-Bellwoods (81)Flemingdon Park (44)High Park North (88)Humber Summit (21)Cabbagetown-South St.James Town (71)Cliffcrest (123)Danforth (66)Kingsview Village-The Westway (6)Morningside (135)Regent Park (72)Yonge-Eglinton (100)Mount Dennis (115)Willowdale West (37)Victoria Village (43)Bayview Village (52)The Beaches (63)Clanton Park (33)Don Valley Village (47)Taylor-Massey (61)Tam O'Shanter-Sullivan (118)Thorncliffe Park (55)Greenwood-Coxwell (65)Junction Area (90)Corso Italia-Davenport (92)Roncesvalles (86)Humbermede (22)Woodbine Corridor (64)Banbury-Don Mills (42)Little Portugal (84)Keelesdale-Eglinton West (110)Briar Hill-Belgravia (108)Stonegate-Queensway (16)Weston-Pellam Park (91)University (79)Willowridge-Martingrove-Richview (7)Playter Estates-Danforth (67)High Park-Swansea (87)Henry Farm (53)Long Branch (19)Newtonbrook East (50)Westminster-Branson (35)Englemount-Lawrence (32)Ionview (125)Dufferin Grove (83)Palmerston-Little Italy (80)Rustic (28)Pelmo Park-Humberlea (23)Wychwood (94)Agincourt North (129)North Riverdale (68)Beechborough-Greenbrook (112)Danforth East York (59)Lansing-Westgate (38)Milliken (130)Old East York (58)Elms-Old Rexdale (5)St.Andrew-Windfields (40)Casa Loma (96)Highland Creek (134)Caledonia-Fairbank (109)Eringate-Centennial-West Deane (11)Rexdale-Kipling (4)Broadview North (57)Maple Leaf (29)Bathurst Manor (34)Lambton Baby Point (114)Mount Pleasant East (99)Thistletown-Beaumond Heights (3)Etobicoke West Mall (13)Forest Hill North (102)Blake-Jones (69)Hillcrest Village (48)Yonge-St.Clair (97)Steeles (116)Alderwood (20)Runnymede-Bloor West Village (89)Bedford Park-Nortown (39)Woodbine-Lumsden (60)Bayview Woods-Steeles (49)Centennial Scarborough (133)Humewood-Cedarvale (106)Guildwood (140)Bridle Path-Sunnybrook-York Mills (41)Lawrence Park North (105)Leaside-Bennington (56)Markland Wood (12)Pleasant View (46)Edenbridge-Humber Valley (9)Humber Heights-Westmount (8)Forest Hill South (101)Lawrence Park South (103)Princess-Rosethorn (10)Kingsway South (15)West Humber-Clairville (1)Islington-City Centre West (14)Downsview-Roding-CFB (26)York University Heights (27)Yorkdale-Glen Park (31)Rouge (131)Woburn (137)Humber Summit (21)Bedford Park-Nortown (39)Newtonbrook West (36)Clanton Park (33)Glenfield-Jane Heights (25)Stonegate-Queensway (16)Waterfront Communities-The Island (77)Wexford/Maryvale (119)NSAMount Olive-Silverstone-Jamestown (2)Kingsview Village-The Westway (6)Mimico (includes Humber Bay Shores) (17)Rosedale-Moore Park (98)Willowridge-Martingrove-Richview (7)Humbermede (22)Bendale (127)Willowdale East (51)Milliken (130)Malvern (132)Lawrence Park South (103)Weston (113)Pelmo Park-Humberlea (23)Eringate-Centennial-West Deane (11)St.Andrew-Windfields (40)Westminster-Branson (35)Lawrence Park North (105)Forest Hill South (101)Agincourt South-Malvern West (128)Leaside-Bennington (56)South Riverdale (70)Bathurst Manor (34)L'Amoreaux (117)Tam O'Shanter-Sullivan (118)Black Creek (24)Edenbridge-Humber Valley (9)Dovercourt-Wallace Emerson-Junction (93)High Park-Swansea (87)Don Valley Village (47)Parkwoods-Donalda (45)Alderwood (20)Annex (95)Clairlea-Birchmount (120)Dorset Park (126)Brookhaven-Amesbury (30)Lansing-Westgate (38)Kingsway South (15)Oakwood Village (107)Princess-Rosethorn (10)Rockcliffe-Smythe (111)West Hill (136)Church-Yonge Corridor (75)Bayview Village (52)Bridle Path-Sunnybrook-York Mills (41)Elms-Old Rexdale (5)Englemount-Lawrence (32)Mount Pleasant East (99)Newtonbrook East (50)Moss Park (73)Banbury-Don Mills (42)Rexdale-Kipling (4)Humewood-Cedarvale (106)Thistletown-Beaumond Heights (3)Briar Hill-Belgravia (108)The Beaches (63)Kennedy Park (124)Morningside (135)Danforth East York (59)Agincourt North (129)Birchcliffe-Cliffside (122)Junction Area (90)Bay Street Corridor (76)Maple Leaf (29)Eglinton East (138)Willowdale West (37)East End-Danforth (62)Cliffcrest (123)Highland Creek (134)Kensington-Chinatown (78)New Toronto (18)Mount Dennis (115)O'Connor-Parkview (54)Steeles (116)Corso Italia-Davenport (92)Forest Hill North (102)High Park North (88)Niagara (82)Rustic (28)Victoria Village (43)Wychwood (94)Yonge-Eglinton (100)Long Branch (19)South Parkdale (85)Thorncliffe Park (55)Etobicoke West Mall (13)Casa Loma (96)Yonge-St.Clair (97)Humber Heights-Westmount (8)Keelesdale-Eglinton West (110)North Riverdale (68)Runnymede-Bloor West Village (89)Weston-Pellam Park (91)Markland Wood (12)Trinity-Bellwoods (81)Palmerston-Little Italy (80)Henry Farm (53)Pleasant View (46)Caledonia-Fairbank (109)Centennial Scarborough (133)Little Portugal (84)Scarborough Village (139)Danforth (66)Greenwood-Coxwell (65)Lambton Baby Point (114)Roncesvalles (86)Oakridge (121)Old East York (58)Woodbine-Lumsden (60)Beechborough-Greenbrook (112)Flemingdon Park (44)Mount Pleasant West (104)Playter Estates-Danforth (67)Woodbine Corridor (64)Cabbagetown-South St.James Town (71)Hillcrest Village (48)Taylor-Massey (61)Bayview Woods-Steeles (49)Broadview North (57)North St.James Town (74)University (79)Ionview (125)Regent Park (72)Dufferin Grove (83)Blake-Jones (69)Guildwood (140)Waterfront Communities-The Island (77)Church-Yonge Corridor (75)Bay Street Corridor (76)Annex (95)Islington-City Centre West (14)West Humber-Clairville (1)Moss Park (73)York University Heights (27)Kensington-Chinatown (78)South Riverdale (70)Dovercourt-Wallace Emerson-Junction (93)Downsview-Roding-CFB (26)Clairlea-Birchmount (120)Wexford/Maryvale (119)Mimico (includes Humber Bay Shores) (17)Dorset Park (126)Mount Pleasant West (104)East End-Danforth (62)Rosedale-Moore Park (98)Trinity-Bellwoods (81)Cabbagetown-South St.James Town (71)Willowdale East (51)Bedford Park-Nortown (39)Niagara (82)Woburn (137)Milliken (130)NSASouth Parkdale (85)Yorkdale-Glen Park (31)Danforth (66)Junction Area (90)Humber Summit (21)Agincourt South-Malvern West (128)Roncesvalles (86)St.Andrew-Windfields (40)Thorncliffe Park (55)High Park-Swansea (87)O'Connor-Parkview (54)Banbury-Don Mills (42)Rouge (131)Weston (113)Bridle Path-Sunnybrook-York Mills (41)West Hill (136)Kennedy Park (124)Stonegate-Queensway (16)The Beaches (63)Leaside-Bennington (56)Alderwood (20)L'Amoreaux (117)Clanton Park (33)Eglinton East (138)Newtonbrook East (50)North St.James Town (74)Oakwood Village (107)University (79)Victoria Village (43)Lansing-Westgate (38)Henry Farm (53)Newtonbrook West (36)Palmerston-Little Italy (80)Greenwood-Coxwell (65)Humbermede (22)Lawrence Park South (103)Oakridge (121)Tam O'Shanter-Sullivan (118)Glenfield-Jane Heights (25)Black Creek (24)Long Branch (19)Rockcliffe-Smythe (111)Steeles (116)Yonge-Eglinton (100)Bendale (127)High Park North (88)Humewood-Cedarvale (106)Little Portugal (84)Pelmo Park-Humberlea (23)Playter Estates-Danforth (67)Westminster-Branson (35)Birchcliffe-Cliffside (122)Don Valley Village (47)Hillcrest Village (48)Bayview Village (52)Edenbridge-Humber Valley (9)North Riverdale (68)Willowdale West (37)Lawrence Park North (105)Parkwoods-Donalda (45)Mount Pleasant East (99)Wychwood (94)Danforth East York (59)Dufferin Grove (83)Willowridge-Martingrove-Richview (7)Briar Hill-Belgravia (108)Forest Hill South (101)Mount Olive-Silverstone-Jamestown (2)Yonge-St.Clair (97)Regent Park (72)Taylor-Massey (61)Agincourt North (129)Bathurst Manor (34)Blake-Jones (69)Corso Italia-Davenport (92)Malvern (132)Mount Dennis (115)New Toronto (18)Woodbine Corridor (64)Flemingdon Park (44)Old East York (58)Runnymede-Bloor West Village (89)Centennial Scarborough (133)Cliffcrest (123)Etobicoke West Mall (13)Maple Leaf (29)Rexdale-Kipling (4)Brookhaven-Amesbury (30)Scarborough Village (139)Broadview North (57)Casa Loma (96)Eringate-Centennial-West Deane (11)Keelesdale-Eglinton West (110)Thistletown-Beaumond Heights (3)Englemount-Lawrence (32)Pleasant View (46)Forest Hill North (102)Highland Creek (134)Kingsview Village-The Westway (6)Weston-Pellam Park (91)Beechborough-Greenbrook (112)Kingsway South (15)Princess-Rosethorn (10)Ionview (125)Markland Wood (12)Lambton Baby Point (114)Morningside (135)Bayview Woods-Steeles (49)Humber Heights-Westmount (8)Rustic (28)Elms-Old Rexdale (5)Caledonia-Fairbank (109)Guildwood (140)Woodbine-Lumsden (60)Church-Yonge Corridor (75)Waterfront Communities-The Island (77)NSABay Street Corridor (76)West Humber-Clairville (1)Islington-City Centre West (14)Downsview-Roding-CFB (26)Moss Park (73)West Hill (136)Bendale (127)Mount Olive-Silverstone-Jamestown (2)York University Heights (27)Kensington-Chinatown (78)Annex (95)South Riverdale (70)Rouge (131)Woburn (137)Wexford/Maryvale (119)Dovercourt-Wallace Emerson-Junction (93)Humbermede (22)Agincourt South-Malvern West (128)Greenwood-Coxwell (65)Milliken (130)Hillcrest Village (48)Humber Summit (21)Tam O'Shanter-Sullivan (118)Weston (113)Yorkdale-Glen Park (31)Malvern (132)Dorset Park (126)Newtonbrook West (36)Trinity-Bellwoods (81)Don Valley Village (47)Glenfield-Jane Heights (25)Kennedy Park (124)Mount Pleasant West (104)Eglinton East (138)Danforth (66)East End-Danforth (62)Mimico (includes Humber Bay Shores) (17)North St.James Town (74)Cabbagetown-South St.James Town (71)Junction Area (90)Oakwood Village (107)Willowdale East (51)Rosedale-Moore Park (98)Banbury-Don Mills (42)Black Creek (24)The Beaches (63)Rockcliffe-Smythe (111)Bathurst Manor (34)Briar Hill-Belgravia (108)Clairlea-Birchmount (120)High Park North (88)Niagara (82)Roncesvalles (86)Clanton Park (33)Dufferin Grove (83)L'Amoreaux (117)Birchcliffe-Cliffside (122)New Toronto (18)Parkwoods-Donalda (45)Thistletown-Beaumond Heights (3)Thorncliffe Park (55)Elms-Old Rexdale (5)Morningside (135)University (79)Willowridge-Martingrove-Richview (7)Cliffcrest (123)Lansing-Westgate (38)Little Portugal (84)Westminster-Branson (35)Eringate-Centennial-West Deane (11)Flemingdon Park (44)Playter Estates-Danforth (67)Rexdale-Kipling (4)Runnymede-Bloor West Village (89)Bedford Park-Nortown (39)Brookhaven-Amesbury (30)Oakridge (121)Regent Park (72)Agincourt North (129)Casa Loma (96)Corso Italia-Davenport (92)Keelesdale-Eglinton West (110)Markland Wood (12)North Riverdale (68)Palmerston-Little Italy (80)Pleasant View (46)Weston-Pellam Park (91)Blake-Jones (69)Henry Farm (53)High Park-Swansea (87)Kingsview Village-The Westway (6)Newtonbrook East (50)Scarborough Village (139)Taylor-Massey (61)Victoria Village (43)Bayview Village (52)Humber Heights-Westmount (8)Ionview (125)Kingsway South (15)Lawrence Park South (103)O'Connor-Parkview (54)St.Andrew-Windfields (40)Woodbine Corridor (64)Alderwood (20)Forest Hill North (102)Long Branch (19)Mount Dennis (115)Old East York (58)Pelmo Park-Humberlea (23)South Parkdale (85)Steeles (116)Stonegate-Queensway (16)Yonge-St.Clair (97)Edenbridge-Humber Valley (9)Guildwood (140)Lawrence Park North (105)Wychwood (94)Danforth East York (59)Englemount-Lawrence (32)Humewood-Cedarvale (106)Leaside-Bennington (56)Maple Leaf (29)Woodbine-Lumsden (60)Caledonia-Fairbank (109)Etobicoke West Mall (13)Mount Pleasant East (99)Rustic (28)Yonge-Eglinton (100)Bridle Path-Sunnybrook-York Mills (41)Willowdale West (37)Bayview Woods-Steeles (49)Beechborough-Greenbrook (112)Broadview North (57)Highland Creek (134)Princess-Rosethorn (10)Lambton Baby Point (114)West Humber-Clairville (1)Waterfront Communities-The Island (77)York University Heights (27)Bay Street Corridor (76)Islington-City Centre West (14)Yorkdale-Glen Park (31)Church-Yonge Corridor (75)Annex (95)NSADownsview-Roding-CFB (26)Willowdale East (51)Humber Summit (21)Mimico (includes Humber Bay Shores) (17)Niagara (82)Wexford/Maryvale (119)South Riverdale (70)Kensington-Chinatown (78)Woburn (137)Mount Olive-Silverstone-Jamestown (2)Rouge (131)Clairlea-Birchmount (120)L'Amoreaux (117)Moss Park (73)Bendale (127)Rosedale-Moore Park (98)St.Andrew-Windfields (40)Junction Area (90)Newtonbrook West (36)West Hill (136)Dovercourt-Wallace Emerson-Junction (93)East End-Danforth (62)Milliken (130)Rockcliffe-Smythe (111)University (79)Banbury-Don Mills (42)Don Valley Village (47)Glenfield-Jane Heights (25)Lansing-Westgate (38)Malvern (132)Newtonbrook East (50)Westminster-Branson (35)Agincourt South-Malvern West (128)Clanton Park (33)Forest Hill South (101)Henry Farm (53)South Parkdale (85)Thorncliffe Park (55)Cabbagetown-South St.James Town (71)Edenbridge-Humber Valley (9)Eglinton East (138)Humbermede (22)O'Connor-Parkview (54)Pelmo Park-Humberlea (23)Rexdale-Kipling (4)Stonegate-Queensway (16)Trinity-Bellwoods (81)Weston (113)Willowdale West (37)Wychwood (94)Alderwood (20)Bedford Park-Nortown (39)Black Creek (24)Brookhaven-Amesbury (30)Dorset Park (126)Palmerston-Little Italy (80)Roncesvalles (86)Scarborough Village (139)The Beaches (63)Bathurst Manor (34)Briar Hill-Belgravia (108)Greenwood-Coxwell (65)Mount Pleasant West (104)New Toronto (18)Oakridge (121)Bayview Village (52)Birchcliffe-Cliffside (122)Bridle Path-Sunnybrook-York Mills (41)Dufferin Grove (83)Forest Hill North (102)High Park North (88)Kingsview Village-The Westway (6)Mount Pleasant East (99)Cliffcrest (123)Etobicoke West Mall (13)High Park-Swansea (87)Hillcrest Village (48)Kennedy Park (124)Lawrence Park South (103)Long Branch (19)Mount Dennis (115)North St.James Town (74)Oakwood Village (107)Regent Park (72)Rustic (28)Tam O'Shanter-Sullivan (118)Willowridge-Martingrove-Richview (7)Woodbine Corridor (64)Yonge-Eglinton (100)Bayview Woods-Steeles (49)Centennial Scarborough (133)Kingsway South (15)Little Portugal (84)Markland Wood (12)Morningside (135)Playter Estates-Danforth (67)Pleasant View (46)Steeles (116)Taylor-Massey (61)Agincourt North (129)Broadview North (57)Casa Loma (96)Corso Italia-Davenport (92)Danforth (66)Danforth East York (59)Englemount-Lawrence (32)Eringate-Centennial-West Deane (11)Lawrence Park North (105)Leaside-Bennington (56)Maple Leaf (29)North Riverdale (68)Parkwoods-Donalda (45)Victoria Village (43)Weston-Pellam Park (91)Beechborough-Greenbrook (112)Caledonia-Fairbank (109)Guildwood (140)Highland Creek (134)Humewood-Cedarvale (106)Ionview (125)Princess-Rosethorn (10)Thistletown-Beaumond Heights (3)Blake-Jones (69)Flemingdon Park (44)Humber Heights-Westmount (8)Lambton Baby Point (114)Old East York (58)Woodbine-Lumsden (60)Yonge-St.Clair (97)Church-Yonge Corridor (75)Waterfront Communities-The Island (77)Moss Park (73)Bay Street Corridor (76)Downsview-Roding-CFB (26)Kensington-Chinatown (78)NSAMimico (includes Humber Bay Shores) (17)Woburn (137)York University Heights (27)West Hill (136)Annex (95)Glenfield-Jane Heights (25)Dovercourt-Wallace Emerson-Junction (93)North St.James Town (74)Niagara (82)South Parkdale (85)West Humber-Clairville (1)Clairlea-Birchmount (120)Malvern (132)Mount Pleasant West (104)South Riverdale (70)Wexford/Maryvale (119)Black Creek (24)Islington-City Centre West (14)Mount Olive-Silverstone-Jamestown (2)Weston (113)Newtonbrook West (36)Bendale (127)Oakridge (121)Kennedy Park (124)Regent Park (72)East End-Danforth (62)L'Amoreaux (117)Willowdale East (51)Eglinton East (138)Yorkdale-Glen Park (31)Rosedale-Moore Park (98)Rouge (131)Agincourt South-Malvern West (128)Flemingdon Park (44)Birchcliffe-Cliffside (122)Dorset Park (126)Rockcliffe-Smythe (111)Parkwoods-Donalda (45)Trinity-Bellwoods (81)Cabbagetown-South St.James Town (71)Don Valley Village (47)Brookhaven-Amesbury (30)Scarborough Village (139)Corso Italia-Davenport (92)Tam O'Shanter-Sullivan (118)Thorncliffe Park (55)Humbermede (22)Junction Area (90)New Toronto (18)Taylor-Massey (61)O'Connor-Parkview (54)Humber Summit (21)Greenwood-Coxwell (65)Roncesvalles (86)Little Portugal (84)High Park North (88)Kingsview Village-The Westway (6)Cliffcrest (123)Mount Dennis (115)Oakwood Village (107)Long Branch (19)Newtonbrook East (50)University (79)Victoria Village (43)Clanton Park (33)Henry Farm (53)Lansing-Westgate (38)The Beaches (63)Danforth (66)Ionview (125)Weston-Pellam Park (91)Westminster-Branson (35)Englemount-Lawrence (32)Banbury-Don Mills (42)Morningside (135)Dufferin Grove (83)High Park-Swansea (87)Willowdale West (37)Stonegate-Queensway (16)Rustic (28)Keelesdale-Eglinton West (110)Woodbine Corridor (64)Palmerston-Little Italy (80)Bayview Village (52)Briar Hill-Belgravia (108)Elms-Old Rexdale (5)Caledonia-Fairbank (109)Yonge-Eglinton (100)Milliken (130)Agincourt North (129)Thistletown-Beaumond Heights (3)Beechborough-Greenbrook (112)Danforth East York (59)Willowridge-Martingrove-Richview (7)North Riverdale (68)Pelmo Park-Humberlea (23)Playter Estates-Danforth (67)Wychwood (94)Bathurst Manor (34)Broadview North (57)St.Andrew-Windfields (40)Yonge-St.Clair (97)Leaside-Bennington (56)Humewood-Cedarvale (106)Rexdale-Kipling (4)Steeles (116)Mount Pleasant East (99)Blake-Jones (69)Etobicoke West Mall (13)Casa Loma (96)Bedford Park-Nortown (39)Hillcrest Village (48)Lawrence Park North (105)Bridle Path-Sunnybrook-York Mills (41)Eringate-Centennial-West Deane (11)Forest Hill North (102)Highland Creek (134)Old East York (58)Centennial Scarborough (133)Guildwood (140)Edenbridge-Humber Valley (9)Lambton Baby Point (114)Maple Leaf (29)Woodbine-Lumsden (60)Humber Heights-Westmount (8)Kingsway South (15)Lawrence Park South (103)Alderwood (20)Bayview Woods-Steeles (49)Pleasant View (46)Runnymede-Bloor West Village (89)Markland Wood (12)Princess-Rosethorn (10)Forest Hill South (101)West Humber-Clairville (1)Islington-City Centre West (14)Downsview-Roding-CFB (26)York University Heights (27)Humber Summit (21)Rouge (131)Willowdale East (51)Woburn (137)Glenfield-Jane Heights (25)Bedford Park-Nortown (39)Waterfront Communities-The Island (77)Yorkdale-Glen Park (31)Wexford/Maryvale (119)Bendale (127)Newtonbrook West (36)Clanton Park (33)Leaside-Bennington (56)Kingsview Village-The Westway (6)Milliken (130)Church-Yonge Corridor (75)Mount Olive-Silverstone-Jamestown (2)Forest Hill South (101)West Hill (136)Rosedale-Moore Park (98)Stonegate-Queensway (16)Pelmo Park-Humberlea (23)Eringate-Centennial-West Deane (11)Black Creek (24)Malvern (132)NSASt.Andrew-Windfields (40)Lawrence Park South (103)Lansing-Westgate (38)Westminster-Branson (35)Weston (113)Tam O'Shanter-Sullivan (118)Humbermede (22)Mimico (includes Humber Bay Shores) (17)Willowridge-Martingrove-Richview (7)Parkwoods-Donalda (45)Agincourt North (129)Elms-Old Rexdale (5)Moss Park (73)Brookhaven-Amesbury (30)Clairlea-Birchmount (120)Dorset Park (126)South Riverdale (70)Rockcliffe-Smythe (111)Newtonbrook East (50)Lawrence Park North (105)Steeles (116)Dovercourt-Wallace Emerson-Junction (93)Thistletown-Beaumond Heights (3)Bathurst Manor (34)O'Connor-Parkview (54)Bayview Village (52)Eglinton East (138)Long Branch (19)Rexdale-Kipling (4)Hillcrest Village (48)Agincourt South-Malvern West (128)Annex (95)Bay Street Corridor (76)Bridle Path-Sunnybrook-York Mills (41)East End-Danforth (62)Victoria Village (43)Mount Pleasant East (99)L'Amoreaux (117)Englemount-Lawrence (32)Forest Hill North (102)Kingsway South (15)Banbury-Don Mills (42)Don Valley Village (47)Humewood-Cedarvale (106)Kennedy Park (124)Henry Farm (53)Morningside (135)Willowdale West (37)Alderwood (20)Cliffcrest (123)Birchcliffe-Cliffside (122)Briar Hill-Belgravia (108)Highland Creek (134)The Beaches (63)Edenbridge-Humber Valley (9)Mount Pleasant West (104)Oakwood Village (107)Yonge-Eglinton (100)Bayview Woods-Steeles (49)Junction Area (90)Mount Dennis (115)Scarborough Village (139)Niagara (82)High Park-Swansea (87)Keelesdale-Eglinton West (110)Kensington-Chinatown (78)Corso Italia-Davenport (92)Princess-Rosethorn (10)Centennial Scarborough (133)Danforth (66)Markland Wood (12)Runnymede-Bloor West Village (89)Casa Loma (96)Dufferin Grove (83)High Park North (88)Humber Heights-Westmount (8)North St.James Town (74)Oakridge (121)Taylor-Massey (61)Trinity-Bellwoods (81)Old East York (58)Beechborough-Greenbrook (112)Greenwood-Coxwell (65)Roncesvalles (86)Flemingdon Park (44)South Parkdale (85)Danforth East York (59)Etobicoke West Mall (13)Rustic (28)Thorncliffe Park (55)Weston-Pellam Park (91)New Toronto (18)Pleasant View (46)Guildwood (140)North Riverdale (68)Woodbine Corridor (64)Wychwood (94)Yonge-St.Clair (97)Maple Leaf (29)Lambton Baby Point (114)Broadview North (57)Ionview (125)Palmerston-Little Italy (80)Regent Park (72)University (79)Woodbine-Lumsden (60)Caledonia-Fairbank (109)Playter Estates-Danforth (67)Little Portugal (84)Blake-Jones (69)Cabbagetown-South St.James Town (71)Waterfront Communities-The Island (77)Church-Yonge Corridor (75)Annex (95)Moss Park (73)Bay Street Corridor (76)South Riverdale (70)Islington-City Centre West (14)York University Heights (27)Kensington-Chinatown (78)West Humber-Clairville (1)Dovercourt-Wallace Emerson-Junction (93)Mount Pleasant West (104)Downsview-Roding-CFB (26)Niagara (82)Milliken (130)NSAWest Hill (136)Wexford/Maryvale (119)Cabbagetown-South St.James Town (71)East End-Danforth (62)Roncesvalles (86)Rosedale-Moore Park (98)South Parkdale (85)Yorkdale-Glen Park (31)Willowdale East (51)Clairlea-Birchmount (120)Mimico (includes Humber Bay Shores) (17)Woburn (137)Danforth (66)Trinity-Bellwoods (81)Rouge (131)Junction Area (90)North St.James Town (74)Agincourt South-Malvern West (128)Birchcliffe-Cliffside (122)Glenfield-Jane Heights (25)Humber Summit (21)Playter Estates-Danforth (67)Briar Hill-Belgravia (108)Little Portugal (84)Leaside-Bennington (56)The Beaches (63)Dorset Park (126)Greenwood-Coxwell (65)High Park North (88)O'Connor-Parkview (54)Parkwoods-Donalda (45)Clanton Park (33)Weston (113)Casa Loma (96)Kennedy Park (124)Newtonbrook West (36)Oakwood Village (107)Rockcliffe-Smythe (111)Thorncliffe Park (55)Malvern (132)Mount Pleasant East (99)St.Andrew-Windfields (40)Wychwood (94)North Riverdale (68)Palmerston-Little Italy (80)Regent Park (72)University (79)Cliffcrest (123)Corso Italia-Davenport (92)Don Valley Village (47)L'Amoreaux (117)Woodbine Corridor (64)Yonge-Eglinton (100)Bedford Park-Nortown (39)Eglinton East (138)Humbermede (22)Stonegate-Queensway (16)Yonge-St.Clair (97)Bayview Village (52)Dufferin Grove (83)High Park-Swansea (87)Rexdale-Kipling (4)Oakridge (121)Black Creek (24)Blake-Jones (69)Keelesdale-Eglinton West (110)Newtonbrook East (50)Lawrence Park South (103)Brookhaven-Amesbury (30)Forest Hill South (101)Westminster-Branson (35)Henry Farm (53)Banbury-Don Mills (42)Bendale (127)Danforth East York (59)Englemount-Lawrence (32)Weston-Pellam Park (91)Scarborough Village (139)Victoria Village (43)Willowridge-Martingrove-Richview (7)Hillcrest Village (48)Lawrence Park North (105)Bridle Path-Sunnybrook-York Mills (41)Humewood-Cedarvale (106)Agincourt North (129)Bathurst Manor (34)Broadview North (57)Ionview (125)New Toronto (18)Alderwood (20)Kingsview Village-The Westway (6)Pleasant View (46)Steeles (116)Edenbridge-Humber Valley (9)Humber Heights-Westmount (8)Lansing-Westgate (38)Morningside (135)Mount Olive-Silverstone-Jamestown (2)Taylor-Massey (61)Willowdale West (37)Long Branch (19)Mount Dennis (115)Tam O'Shanter-Sullivan (118)Eringate-Centennial-West Deane (11)Etobicoke West Mall (13)Forest Hill North (102)Pelmo Park-Humberlea (23)Runnymede-Bloor West Village (89)Princess-Rosethorn (10)Woodbine-Lumsden (60)Bayview Woods-Steeles (49)Caledonia-Fairbank (109)Elms-Old Rexdale (5)Flemingdon Park (44)Maple Leaf (29)Kingsway South (15)Markland Wood (12)Thistletown-Beaumond Heights (3)Beechborough-Greenbrook (112)Guildwood (140)Rustic (28)Lambton Baby Point (114)Old East York (58)Centennial Scarborough (133)Highland Creek (134)Church-Yonge Corridor (75)Moss Park (73)Waterfront Communities-The Island (77)Bay Street Corridor (76)Bendale (127)West Humber-Clairville (1)Annex (95)NSAMount Olive-Silverstone-Jamestown (2)West Hill (136)Malvern (132)Willowdale East (51)Downsview-Roding-CFB (26)York University Heights (27)Dovercourt-Wallace Emerson-Junction (93)Woburn (137)Kensington-Chinatown (78)South Riverdale (70)Rosedale-Moore Park (98)East End-Danforth (62)Wexford/Maryvale (119)Willowdale West (37)Kennedy Park (124)Glenfield-Jane Heights (25)Weston (113)Parkwoods-Donalda (45)Islington-City Centre West (14)Oakridge (121)Mount Pleasant West (104)Trinity-Bellwoods (81)South Parkdale (85)Agincourt South-Malvern West (128)Rouge (131)Humbermede (22)Niagara (82)Stonegate-Queensway (16)Briar Hill-Belgravia (108)Don Valley Village (47)Dorset Park (126)Eglinton East (138)Newtonbrook West (36)The Beaches (63)Yorkdale-Glen Park (31)Milliken (130)North St.James Town (74)Regent Park (72)Rockcliffe-Smythe (111)Black Creek (24)Brookhaven-Amesbury (30)L'Amoreaux (117)Scarborough Village (139)Birchcliffe-Cliffside (122)Cabbagetown-South St.James Town (71)Greenwood-Coxwell (65)Humber Summit (21)Mimico (includes Humber Bay Shores) (17)New Toronto (18)Newtonbrook East (50)Thorncliffe Park (55)Beechborough-Greenbrook (112)Blake-Jones (69)Clanton Park (33)Cliffcrest (123)Kingsway South (15)Tam O'Shanter-Sullivan (118)Danforth (66)High Park North (88)Lansing-Westgate (38)O'Connor-Parkview (54)Oakwood Village (107)Playter Estates-Danforth (67)Roncesvalles (86)Mount Dennis (115)Bedford Park-Nortown (39)Broadview North (57)Hillcrest Village (48)Little Portugal (84)Rexdale-Kipling (4)Taylor-Massey (61)University (79)Bathurst Manor (34)Clairlea-Birchmount (120)High Park-Swansea (87)Junction Area (90)Kingsview Village-The Westway (6)Mount Pleasant East (99)Palmerston-Little Italy (80)Pleasant View (46)Lawrence Park North (105)Markland Wood (12)Old East York (58)Victoria Village (43)Westminster-Branson (35)Woodbine Corridor (64)Agincourt North (129)Elms-Old Rexdale (5)Englemount-Lawrence (32)Henry Farm (53)Keelesdale-Eglinton West (110)Lawrence Park South (103)Steeles (116)Centennial Scarborough (133)Runnymede-Bloor West Village (89)Rustic (28)Thistletown-Beaumond Heights (3)Weston-Pellam Park (91)Willowridge-Martingrove-Richview (7)Bridle Path-Sunnybrook-York Mills (41)Danforth East York (59)Morningside (135)North Riverdale (68)Wychwood (94)Yonge-St.Clair (97)Bayview Village (52)Dufferin Grove (83)Eringate-Centennial-West Deane (11)Flemingdon Park (44)Guildwood (140)Ionview (125)Pelmo Park-Humberlea (23)Yonge-Eglinton (100)Banbury-Don Mills (42)Humewood-Cedarvale (106)Leaside-Bennington (56)Alderwood (20)Bayview Woods-Steeles (49)Caledonia-Fairbank (109)Etobicoke West Mall (13)Forest Hill North (102)Forest Hill South (101)Highland Creek (134)Princess-Rosethorn (10)St.Andrew-Windfields (40)Woodbine-Lumsden (60)Casa Loma (96)Corso Italia-Davenport (92)Edenbridge-Humber Valley (9)Humber Heights-Westmount (8)Long Branch (19)Maple Leaf (29)West Humber-Clairville (1)Waterfront Communities-The Island (77)Church-Yonge Corridor (75)Islington-City Centre West (14)Bay Street Corridor (76)Annex (95)York University Heights (27)Humber Summit (21)NSADownsview-Roding-CFB (26)Niagara (82)Kensington-Chinatown (78)South Riverdale (70)Yorkdale-Glen Park (31)Willowdale East (51)Moss Park (73)Wexford/Maryvale (119)Clairlea-Birchmount (120)Humbermede (22)Mimico (includes Humber Bay Shores) (17)Woburn (137)Don Valley Village (47)Rouge (131)Dovercourt-Wallace Emerson-Junction (93)Taylor-Massey (61)Bayview Village (52)Black Creek (24)Englemount-Lawrence (32)Newtonbrook West (36)Willowdale West (37)Banbury-Don Mills (42)East End-Danforth (62)Kingsview Village-The Westway (6)Milliken (130)Mount Pleasant West (104)Newtonbrook East (50)Oakwood Village (107)Roncesvalles (86)Rosedale-Moore Park (98)Runnymede-Bloor West Village (89)Trinity-Bellwoods (81)Bendale (127)Cabbagetown-South St.James Town (71)Clanton Park (33)Glenfield-Jane Heights (25)Greenwood-Coxwell (65)L'Amoreaux (117)Little Portugal (84)St.Andrew-Windfields (40)Stonegate-Queensway (16)The Beaches (63)Westminster-Branson (35)Agincourt South-Malvern West (128)Henry Farm (53)Pleasant View (46)Regent Park (72)Scarborough Village (139)South Parkdale (85)Brookhaven-Amesbury (30)Caledonia-Fairbank (109)Danforth (66)High Park North (88)Humber Heights-Westmount (8)Junction Area (90)Lansing-Westgate (38)New Toronto (18)Oakridge (121)Old East York (58)Parkwoods-Donalda (45)Rockcliffe-Smythe (111)Tam O'Shanter-Sullivan (118)University (79)Victoria Village (43)Weston (113)Alderwood (20)Bedford Park-Nortown (39)Birchcliffe-Cliffside (122)Casa Loma (96)Corso Italia-Davenport (92)Danforth East York (59)Dorset Park (126)High Park-Swansea (87)Hillcrest Village (48)Kennedy Park (124)Malvern (132)West Hill (136)Briar Hill-Belgravia (108)Cliffcrest (123)Dufferin Grove (83)Elms-Old Rexdale (5)Etobicoke West Mall (13)Forest Hill South (101)Ionview (125)Kingsway South (15)Leaside-Bennington (56)Long Branch (19)Maple Leaf (29)Mount Dennis (115)Mount Olive-Silverstone-Jamestown (2)Mount Pleasant East (99)North St.James Town (74)Willowridge-Martingrove-Richview (7)Yonge-St.Clair (97)Agincourt North (129)Bayview Woods-Steeles (49)Blake-Jones (69)Centennial Scarborough (133)Edenbridge-Humber Valley (9)Eringate-Centennial-West Deane (11)Flemingdon Park (44)Forest Hill North (102)Humewood-Cedarvale (106)Lawrence Park South (103)O'Connor-Parkview (54)Pelmo Park-Humberlea (23)Playter Estates-Danforth (67)Princess-Rosethorn (10)Rexdale-Kipling (4)Steeles (116)Thistletown-Beaumond Heights (3)Woodbine Corridor (64)Wychwood (94)Yonge-Eglinton (100)Bathurst Manor (34)Bridle Path-Sunnybrook-York Mills (41)Broadview North (57)Eglinton East (138)Highland Creek (134)Keelesdale-Eglinton West (110)Lambton Baby Point (114)Lawrence Park North (105)Morningside (135)Weston-Pellam Park (91)
2004006008001000Crime CountCrime Incidents in Toronto Neighborhoods by Category (2021-2022)
plotly-logomark

The sunburst plot that shows the top 7 most dangerous neighborhoods for every year (2021-2022) with all categories of crime.¶

The plot will display the crime count for each category in the top 7 dangerous neighborhoods.¶

20222021AssaultAuto TheftBreak and EnterRobberyTheft OverAssaultBreak and EnterAuto TheftRobberyTheft OverWaterfront Communities-The Island (77)Church-Yonge Corridor (75)Bay Street Corridor (76)Moss Park (73)Downsview-Roding-CFB (26)Islington-City Centre West (14)West Humber-Clairville (1)West Humber-Clairville (1)Islington-City Centre West (14)Downsview-Roding-CFB (26)Waterfront Communities-The Island (77)Church-Yonge Corridor (75)Moss Park (73)Bay Street Corridor (76)Waterfront Communities-The Island (77)Church-Yonge Corridor (75)Bay Street Corridor (76)Islington-City Centre West (14)West Humber-Clairville (1)Moss Park (73)Downsview-Roding-CFB (26)Church-Yonge Corridor (75)Waterfront Communities-The Island (77)Bay Street Corridor (76)West Humber-Clairville (1)Islington-City Centre West (14)Downsview-Roding-CFB (26)Moss Park (73)West Humber-Clairville (1)Waterfront Communities-The Island (77)Bay Street Corridor (76)Islington-City Centre West (14)Church-Yonge Corridor (75)Downsview-Roding-CFB (26)Moss Park (73)Church-Yonge Corridor (75)Waterfront Communities-The Island (77)Moss Park (73)Bay Street Corridor (76)Downsview-Roding-CFB (26)York University Heights (27)West Humber-Clairville (1)Waterfront Communities-The Island (77)Church-Yonge Corridor (75)Moss Park (73)Bay Street Corridor (76)York University Heights (27)West Humber-Clairville (1)Downsview-Roding-CFB (26)West Humber-Clairville (1)Downsview-Roding-CFB (26)York University Heights (27)Waterfront Communities-The Island (77)Church-Yonge Corridor (75)Moss Park (73)Bay Street Corridor (76)Church-Yonge Corridor (75)Moss Park (73)Waterfront Communities-The Island (77)Bay Street Corridor (76)West Humber-Clairville (1)Downsview-Roding-CFB (26)York University Heights (27)West Humber-Clairville (1)Waterfront Communities-The Island (77)Church-Yonge Corridor (75)Bay Street Corridor (76)York University Heights (27)Downsview-Roding-CFB (26)Moss Park (73)
2004006008001000Crime CountTop 7 Dangerous Neighborhoods by Crime Incidents in Toronto by Category (2019-2022)
plotly-logomark
Correlation coefficient: 0.64

Crime Trends Over the Years¶

This analysis examines the relationship between the year and the total number of crimes using the major crime indicators dataset. The aim is to understand whether crime has been increasing or decreasing over the years. The key findings of this analysis are as follows:¶

Correlation Coefficient: A positive correlation coefficient indicates an increase in crime over the years, while a negative correlation coefficient suggests a decrease in crime.¶

An upward trend in the plot suggests an increase in crime over the years, while a downward trend indicates a decrease in crime.¶

The visualization above displays the total number of crimes per year, providing insights into the overall trend of crime rates over time.¶

Conclusion¶

In conclusion, this project aimed to analyze and visualize crime data in Toronto from 2016 to 2022. We explored various aspects of crime, such as correlations with time, location, and premises type, and identified key trends and patterns.¶

Our findings showed that Assault consistently had the highest number of incidents throughout the two-year period, and Auto Theft showed an increasing trend.¶

Additionally, we created a pie chart to show the crime counts in Toronto per 10,000 incidents and a line chart to display the total number of crimes per year.¶

Based on our analysis, we recommend that law enforcement agencies prioritize resources and strategies to address the high incidence of Assault and Auto Theft in Toronto. Furthermore, our analysis highlights the importance of considering the time and location of crime incidents to develop effective crime prevention measures.¶